Sathish A. P. Kumar

Quantum Attention Mechanisms: Architectures, Measurement Overhead, and Empirical Evidence

This survey contributes a refined taxonomy with an attention-semantics dimension distinguishing pairwise from holistic mechanisms, a resource-realism analysis, and a critical synthesis of the empirical literature that finds parity or task-conditional modest gains rather than uniform quantum advantage across the five pa...